Satyam Tandon

518-***-**** addqxi@r.postjobfree.com Bay Area, CA

Linkedin Github Medium

Skills

Programming languages Python, Java, C++, Ruby, Bash, R Libraries & Frameworks Django, Flask, Scikit Learn, Pandas, Keras, Numpy, Gensim Databases SQL, NoSQL, MongoDB, JSON, ETL

Cloud Platforms AWS, Azure, Heroku

Other Machine Learning, Deep Learning, NLP, A/B Testing Work Experience

Pacific Life Insurance

So ware Engineer Intern - Data Newport Beach, CA June 2019 - September 2019

● Led and owned the initiative to develop a KRI dashboard web application from scratch for the internal audit team.

● Built the ETL Backend from scratch using Python Pandas and Numpy reducing data processing time from 2 weeks to 5 minutes.

● Designed and deployed an R-shiny frontend allowing stakeholders to visualize ad-hoc queries.

● Presented results to a diverse audience in a company wide event including CTO and department heads. Technical Projects

NLP Keras, Numpy, CNN, LSTM, Word2Vec Github

Adapted and trained from scratch a special C-LSTM neural network on 1M+ Amazon reviews based on Zhou et al. research paper that achieved 70% test accuracy across 5 classes. Digital Factory Twin API Python, Flask, Heroku, MongoDB, Azure Github Built and deployed a functioning backend REST web api and endpoints that pull data from MongoDB hosted on Azure for INF191A senior design project.

Data Structures Implementation Java Java Github Stack, MinStack, Queue, MinHeap, Linked Lists, Binary Search Trees, Hash Map, Graphs Education

University of California, Irvine

B.S Informatics & Statistics Sept 2015 - March 2020 Python, Java, Data Structures & Algorithms, Object Oriented Programming, SQL, Databases, Data Mining & Machine Learning, Deep Learning, Natural Language Processing, Information Retrieval, Requirements Analysis & Engineering, So ware Design, Advanced Linear Algebra, Discrete Math, Probability & Statistics Activities & Awards

Machine Learning Mentor

Artificial Intelligence @ UCI October 2018 - March 2020 Best Data Visualization

DataFest 2019 @ Chapman University May 2019

1st Place Predictive Modelling

In-Class Kaggle Competition CS 178 Fall’19 December 2019